Agentic Systems as Boosting Weak Reasoning Models
Sunkaraneni, V.*, Beneventano, P.*, Neumarker, R., Poggio, T., Galanti, T.
arXiv, May 2026
Publications
2026
Distribution-Aware Algorithm Design with LLM Agents
Koganti, S., Mishra, P., Beneventano, P., Galanti, T.
arXiv, May 2026; revised June 2026
Agent Systems for Academic Research Automation: An Evolving Survey
Beneventano, P.*, Neumarker, R.*, Abdelmoneum, M., Bacvanski, M., Gan, Y., Hajoub, M., Liao, Q., Rimoldi, E., Tiwary, K., Ziyin, L., Galanti, T., Evgeniou, T., Poggio, T.
Living Survey, MIT, April 2026
pAI/MSc: ML Theory Research with Humans on the Loop
Abdelmoneum, M.*, Beneventano, P.*, Poggio, T.
Technical Report, MIT, March 2026